Automation Resilience & Failure Posture Dashboard

Vantage Logistics Group · 189 Active Automations · Last Updated: May 15, 2025 14:23 UTC

3 Active Incidents Q2 2025 Target: <1.0 breach/mo
Avg Process Availability
98.1%
+0.4%
Failure Frequency Rate
4.7
per 1K txn
+1.2
Mean Time to Recovery
3.8h
-0.6h
Retry Success Rate
76%
Stable
Alert Noise Ratio
41%
+5%
Unmonitored Automations
23
12.2% of total

Business Process Availability — Last 12 Weeks

W1
W2
W3
W4
W5
W6
W7
W8
W9
W10
W11
W12
Claims Adjudication
93.1
94.2
92.8
96.1
95.7
93.9
97.2
96.8
94.5
93.3
92.1
93.1
Payroll Export
99.2
99.1
98.9
97.4
96.8
99.0
98.7
97.9
96.2
94.7
95.1
94.7
Carrier API Integration
97.8
96.9
95.2
94.1
92.7
96.3
97.1
95.4
94.8
93.9
92.5
91.8
Invoice Processing
99.8
99.7
99.9
99.6
99.4
99.8
99.7
99.5
99.6
99.3
99.2
99.4
Customer Onboarding
98.9
99.1
98.7
98.4
97.9
98.6
98.8
99.0
98.5
98.3
98.2
98.7
Inventory Reconciliation
97.2
96.8
97.5
98.1
97.8
96.9
97.3
98.0
97.6
97.4
96.7
97.1
≥98% Healthy
95-98% Warning
<95% Critical

Root Cause Category Distribution

MTTR by Failure Class

Failure Frequency Rate Trend (90 days)

Deployment-Age Failure Correlation

Automation Risk Registry — Top 15 High-Risk Processes

Automation Name Process Avail. Failure Rate MTTR Cascade Index Age (mo) SLA Breaches Risk Score
Claims Adjudication 93.1% 8.2/1K 5.4h 6 22 4 87
Carrier API Integration 91.8% 12.3/1K 4.1h 4 19 5 91
Payroll Export 94.7% 6.1/1K 6.2h 3 24 3 78
WMS Order Sync 96.2% 5.7/1K 3.8h 5 18 2 64
Credit Check Validation 97.1% 4.9/1K 2.9h 2 21 1 58
Inventory Reconciliation 97.1% 3.8/1K 4.5h 3 16 2 52
AP Invoice OCR Pipeline 97.8% 3.2/1K 3.1h 1 14 1 46
Compliance Report Generator 98.2% 2.6/1K 2.4h 1 20 0 41
Customer Onboarding 98.7% 2.1/1K 1.9h 0 11 0 28
Shipment Tracking Update 98.9% 1.8/1K 1.5h 2 9 0 24
Email Notification Service 99.1% 1.4/1K 1.2h 0 7 0 19
Daily KPI Dashboard Refresh 99.4% 1.1/1K 0.9h 0 5 0 14
Quote Request Router 99.2% 0.9/1K 1.1h 1 6 0 16
Vendor Catalog Sync 99.6% 0.7/1K 0.8h 0 4 0 11
User Access Provisioning 99.7% 0.5/1K 0.6h 0 3 0 8

Remediation Queue — Priority Actions

Claims Adjudication Bot — Cascade Index 6
Root cause: Legacy API contract breaking after partner platform upgrade. Impact: 6 downstream bots blocked. Owner: Integration Team. ETA: 48h.
Carrier API Integration — Failure Rate 12.3/1K
Root cause: Carrier portal HTML changes every 3-4 weeks. Action: Switch to documented REST API. Owner: Platform Team. ETA: 10 days.
Payroll Export — MTTR 6.2h
Root cause: Manual approval gate slowing recovery. Action: Implement auto-rollback for data validation failures. Owner: Finance Ops. ETA: 7 days.